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for Engineers – Einführung in Methoden und Werkzeuge Machine Learning for Engineers – Introduction to Methods ans Tools Zuordnung zum Curriculum Classification Modul-ID Module ID Art des [...] Matlab seien hier insb. die frei verfügbaren Python-Bibliotheken zu diesem Thema erwähnt, z.B. Scikit-Learn, Keras oder Tensorflow. Auch verschiedenste (Massen-)Daten stehen frei zur Verfügung, so dass ein [...] mit Matlab/Python: Anwendungsfälle auf echten Datensätzen • Einführung in Python-Kits: Scikit-Learn, Keras, Tensorflow • Predictive Maintenance: Datenbasierte Vorhersage von Maschinenausfällen •

. Sebastian Steindl, Ulrich Schäfer, Bernd Ludwig. 2025. MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues . In: Proceedings of the 2025 Conference of the Nations of the Americas Chapter [...] 249–254, DOI 10.1007/978-3-658-44037-4_69 . Patrick Levi, Christoph P. Neumann. 2024. Vocabulary Attack to Hijack Large Language Model Applications. In: Proc of the 15th International Conference on Cloud Computing [...] Tougaard, Kristian Beedholm, Morten Elmeros, Peter Teglberg Madsen. 2023. Open-source workflow approaches to passive acoustic monitoring of bats. Methods in Ecology and Evolution 14(7):1747-1763. DOI doi.org/10

edu/~wcook/papers/HowToGetaPaperAcceptedToOOPSLA/HowToGetAPaperAcceptedToOOPSLA.htm https://www.cs.utexas.edu/~wcook/papers/HowToGetaPaperAcceptedToOOPSLA/HowToGetAPaperAcceptedToOOPSLA.htm annotation [...] edu/~wcook/papers/HowToGetaPaperAcceptedToOOPSLA/HowToGetAPaperAcceptedToOOPSLA.htm https://www.cs.utexas.edu/~wcook/papers/HowToGetaPaperAcceptedToOOPSLA/HowToGetAPaperAcceptedToOOPSLA.htm annotation [...] ____ to ____. This year, ____ received many submissions. In order to speed up the review process, some low-quality papers will be rejected directly based on TPC chairs' judgement. We regret to inform

time to learn to be an algorithmic thinker yourself. Try the problem on your own ”, “Learn the basics of programming without GenAI.” ▪ Rarely use GenAI ▪ Use GenAI, but rarely, e. g., “learn to work [...] biblatex: biber anstatt bibtex) ▪ Webartikel "What to do to switch to biblatex?" https://tex.stackexchange.com/questions/5091/what-to-do-to-switch-to-biblatex @software{hadoop, author = {{Apache [...] https://tex.stackexchange.com/questions/5091/what-to-do-to-switch-to-biblatex https://tex.stackexchange.com/questions/5091/what-to-do-to-switch-to-biblatex page Handwerklich schlechtes Lite

ning that enables teams to adapt quickly to change and learn continuously. Agile planning is designed to create a dynamic environment that allows teams to respond quickly to change while maximizing [...] project aims to harmonize the different water requirements of these land uses in order to enable sustainable coexistence. To enable efficient irrigation management, the Cropwat software is used to determine [...] heat that are used to deliver energy in multi-grids. The surplus of one grid can as well be utilized to generate energy by conversion to another form in other grids; for example power-to-gas. Some systems

private situations. They learn to identify these situations and to appear interculturally competent. • Personal competence: Students acquire the interdisciplinary ability to perform in a culturally [...] Scikit-Learn, Keras or Tensorflow. A wide variety of (mass) data is also freely available, making it easy to get a practical introduction to this topic is possible. The lecture is intended to provide [...] knowledge and skills from the basic modules to derive and develop new solutions related to smart grids. The have the competence to discuss issues related to smart grids in interdisciplinary working groups

ce): The students are able to combine knowledge and skills from the basic modules to derive and develop new solutions. The have the competence to discuss issues related to energy storage in interdisciplinary [...] Ability to recognise legal problems in energy/environmental law, identification of the most important applicable regulations Independent application of regulations relevant to practice Ability to identify [...] Professional competence: Students acquire the ability to plan projects efficiently and to work through them in a structured and cost-oriented manner. They get to know the most important materials and plant components

They learn to identify these situations and to appear interculturally competent. • Personal competence (social competence and self-competence): Students acquire the interdisciplinary ability to perform [...] • In addition to theoretical knowledge, students also acquire the ability to apply process engineering principles in practice, both independently and in a team. • They are able to critically analyse [...] interculturality. They learn the theoretical basics of intercultural communication and understanding. • Methodological competence: Students are able to apply strategies to improve the handling of

They learn to identify these situations and to appear interculturally competent. • Personal competence (social competence and self-competence): Students acquire the interdisciplinary ability to perform [...] • In addition to theoretical knowledge, students also acquire the ability to apply process engineering principles in practice, both independently and in a team. • They are able to critically analyse [...] interculturality. They learn the theoretical basics of intercultural communication and understanding. • Methodological competence: Students are able to apply strategies to improve the handling of

Definitive Guide to ARM Cortex-M3 and Cortex-M4 Processors, Newnes, 2013 D. W. Lewis: Fundamentals of Embedded Software with the ARM Cortex-M3, Pearson, 2012 M. Trevor: The Designer’s Guide to the Cortex-M [...] Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 2019. S. Raschka: Machine Learning mit Python und Keras, TensorFlow 2 und Scikit-learn: das Praxis-Handbuch für Data Science [...] Laura: Wireshark 101. Eine Einführung in die Protokollanalyse, mitm, 2013. Jacobson D.: Introduction to Network Security, CRC, 2009. Kurose J. F. und K. W. Ross: Computer Networking – A Top-Down Approach

Rodenburg, Menden - Maeda, J. (2019). How to Speak Machine: Laws of Design for a Digital Age. Portfolio. - Majumder, A. & Gopi, M. (2018): Introduction to Visual Computing: Core Concepts in Computer [...] e Auflage, Rheinwerk Verlag, 2024 - Culkin, Jody, und Eric Hagan. Learn Electronics with Arduino: An Illustrated Beginner’s Guide to Physical Computing, Maker Media, 2017 - Kofler, Michael, u. a. Raspberry [...] io n un d Sk izz e 4 5 1. 5 CM Cr os s M ed ia 4 5 1. 6 FD Fo to de sig n 4 5 1. 7 SD Sc re en -D es ig n 4 5 1. 8 AP Au di op ro

Speech & Cake-Cutting Ceremony STANDS BY ORGANIZATIONS 13.00 Visit stands, meet representatives and explore study abroad opportunities A TRADITIONAL FASHION [...] outfits on the red carpet INTERNATIONAL FOOD FESTIVAL 16.00 More opportunities to taste different countries dishes INTERNATIONAL DANCE PERFORMANCE 17.45 Enjoy

Speech & Cake-Cutting Ceremony STANDS BY ORGANIZATIONS 13.00 Visit stands, meet representatives and explore study abroad opportunities A TRADITIONAL FASHION [...] outfits on the red carpet INTERNATIONAL FOOD FESTIVAL 16.00 More opportunities to taste different countries dishes INTERNATIONAL DANCE PERFORMANCE 17.45 Enjoy

Registration • Welcome Speech & Cake-Cutting Ceremony STAND BY ORGANIZATIONS 13:00 • Visit stands, meet representatives, and explore study abroad opportunities PHOTO EXIBITION AND WORLDMAP 15:20 [...] experiences. • Add your hometown in the worldmap INTERNATIONAL FOOD FESTIVAL 15:30 • More opportunities to taste 15 different countries dishes A Traditional Fashion Walk 17:00 • A colourful walk celebrating

Registration • Welcome Speech & Cake-Cutting Ceremony STAND BY ORGANIZATIONS 13:00 • Visit stands, meet representatives, and explore study abroad opportunities PHOTO EXIBITION AND WORLDMAP 15:20 [...] experiences. • Add your hometown in the worldmap INTERNATIONAL FOOD FESTIVAL 15:30 • More opportunities to taste 15 different countries dishes A Traditional Fashion Walk 17:00 • A colourful walk celebrating

Registration • Welcome Speech & Cake-Cutting Ceremony STAND BY ORGANIZATIONS 13:00 • Visit stands, meet representatives, and explore study abroad opportunities PHOTO EXIBITION AND WORLDMAP 15:20 [...] experiences. • Add your hometown in the worldmap INTERNATIONAL FOOD FESTIVAL 15:30 • More opportunities to taste 15 different countries dishes A Traditional Fashion Walk 17:00 • A colourful walk celebrating [...] Speech & Cake-Cutting Ceremony STANDS BY ORGANIZATIONS 13.00 Visit stands, meet representatives and explore study abroad opportunities A TRADITIONAL FASHION

that OTH has done to welcome us." "I got to know a lot of good people. I have improved my English significantly and learned a lot about German culture and everyday life." "I am grateful to this program for [...] for helping me get out of my comfort zone, learn German, tighten my English, and make new acquaintances." Presseberichte: News der OTH Amberg-Weiden – 18 ukrainische Studierende zu Besuch an der OTH Am

linguistic skills in the first two study sections to enable them to enter the German labour market at the beginning of the practical semester and to be able to complete the third study section partly in German [...] sections. 2In order to ensure sufficient language skills to complete the practical semester, proof of sufficient knowledge of the German language corresponding to level B2 according to the Common European [...] serve to deepen the content of the compulsory modules. (4) 1There is no entitlement to all compulsory elective modules and elective modules being offered. 2Similarly, there is no entitlement to courses

Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 201. • S. Raschka: Machine Learning mit Python und Keras, TensorFlow 2 und Scikit-learn: das Praxis-Handbuch für Data Science [...] Beispielprojekte, Praxistipps, Thomas Theis, Rheinwerk Computing • Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14, Scott Meyers, O’Reilly Internationalität (inhaltlich) Inte [...] Computer Programming", Volume 1: Fundamental Algorithms, Addison-Wesley • Cormen et al.: "Introduction to Algorithms", MIT Press • Gunter Saake, Kai-Uwe Sattler: "Algorithmen und Datenstrukturen - Eine Einführung

Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 201. • S. Raschka: Machine Learning mit Python und Keras, TensorFlow 2 und Scikit-learn: das Praxis-Handbuch für Data Science [...] Beispielprojekte, Praxistipps, Thomas Theis, Rheinwerk Computing • Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14, Scott Meyers, O’Reilly Internationalität (inhaltlich) Inte [...] Computer Programming", Volume 1: Fundamental Algorithms, Addison-Wesley • Cormen et al.: "Introduction to Algorithms", MIT Press • Gunter Saake, Kai-Uwe Sattler: "Algorithmen und Datenstrukturen - Eine Einführung

refer to the applicable overview of the forms of examination at the OTH Amberg-Weiden *2) Please additionally provide information on the weighting (in % share) and, if applicable, also a reference to a bonus [...] J., J. Pipher und J. H. Silverman: An Introduction to Mathematical Cryptography, 2. Auflage, Springer, 2014. Katz, J. und Y. Lindell: Introduction to Modern Cryptography, 2. Auflage, CRC Press, 2015. [...] Learning Tools and Techniques, Morgan Kaufmann, 2018. A. Géron: Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 2018 Raschka: Machine Learning mit Python: das Praxis-Handbuch

from the views and approaches of others to further deepen their understanding. Overall, it helps students to learn not only how to self-organize, but also how to manage their time and exchange ideas with [...] explain them to the other students. They present and explain them to the other course participants. The students should be able to put new knowledge into the context of teaching. They will also learn about [...] Learning objectives/competencies to be assessed Zu prüfende Lernziele/Kompetenzen annotation https://scikit-learn.org/stable/user_guide.html https://scikit-learn.org/stable/user_guide.html

J., Osborn, D., Murphy, P. & Edwards, A. (2017). The Cool Stuff in Premiere Pro: Learn advanced editing techniques to dramatically speed up your workflow (2nd ed.). Apress. doi: 10.1007/978-1-4842-2890-6 [...] inkl. Gewichtung Type/Scope incl. Weighting Zu prüfende Lernziele/Kompetenzen Learning Outcomes to be Assessed Modularbeit E-Portfolio (ca. 3-5 Seiten) mit Diskussion (ca. 90 Minuten) über die Themen [...] sonstige Unterlagen, Verweise auf Webinhalte und Artikel Dirksen, J. (2016). Design for How People Learn. New Riders. eLearning Industry Inc, https://elearningindustry.com. Zuletzt geprüft am 11.08.2020

Definitive Guide to ARM Cortex-M3 and Cortex-M4 Processors, Newnes, 2013 D. W. Lewis: Fundamentals of Embedded Software with the ARM Cortex-M3, Pearson, 2012 M. Trevor: The Designer’s Guide to the Cortex-M [...] Hands-on Machine Learning with Scikit-Learn, Keras and Tensor Flow, O’Reilly, 2019. S. Raschka: Machine Learning mit Python und Keras, TensorFlow 2 und Scikit-learn: das Praxis-Handbuch für Data Science [...] Laura: Wireshark 101. Eine Einführung in die Protokollanalyse, mitm, 2013. Jacobson D.: Introduction to Network Security, CRC, 2009. Kurose J. F. und K. W. Ross: Computer Networking – A Top-Down Approach

Material / Reading Aktuelle Literatur insbesondere aus IEEE 802.3 inkl. TSN A Beginner’s Guide to Ethernet 802.3, EE-269 The Ethernet Sourcebook, ed. Robyn E. Shotwell (New York: North-Holland, 1985) [...] Verlag. Furrer, Industrieautomation mit Ethernet-TCP/IP und Web-Technologie, Hüthig NIS, Introduction to Linux and Real-Time Control (Web Skript) Bruynickx, Real-Time and Embedded Guide (Web Skript) Popp [...] Learning (z.B. PCA, k-means Clustering) • Machine Learning in Python mit der Bibliothek Scikit-learn Lehrmaterial / Literatur Teaching Material / Reading page C. M. Bishop: